JustVugg colibri · Discussions · GitHub

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(Tutorial) - Fast Downloads for Large Models

CommanderTurtle started Jul 26, 2026 in Show and tell

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Hello Does it’ll work on MacBook m5 32gb unified memory?

salmalgesiddhant asked Jul 25, 2026 in Q&A · Unanswered

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Training a small colibri-oriented model

view321 started Jul 25, 2026 in Show and tell

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Model agnostic? Or just GLM 5.2?

Injisera asked Jul 19, 2026 in Q&A · Answered

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curious how this would work

kwilkins9 started Jul 25, 2026 in Ideas

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Dual EPYC CPU optimization campaign: code, benchmarks, positive and negative results

guybedo started Jul 24, 2026 in Ideas

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Any plan to do this for Kimi3 it seems the state of the art now

alindzon started Jul 19, 2026 in Ideas

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Existing Similar Projects

MichaelFomenko started Jul 23, 2026 in Ideas

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I/O measurements in benchmarks

DavidePapero started Jul 22, 2026 in Ideas

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Another performance data point. Mac M5 Max 58GB

jorgeleo started Jul 21, 2026 in Show and tell

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Colibri for Agentic Coding Development

tim-lab-57 asked Jul 21, 2026 in Q&A · Unanswered

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Experts exported

arildnor started Jul 21, 2026 in Ideas

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Arrays of J, M and GPU, trading intelligence for speed.

mkultra333 started Jul 21, 2026 in Show and tell

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yooo

woolcoxm started Jul 20, 2026 in General

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RAM vs VRAM

eloebo started Jul 20, 2026 in General

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Pulling the model from dual SSDs at once - small speedup

tim-lab-57 started Jul 15, 2026 in Show and tell

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Welcome to colibrì Discussions — ideas, benchmarks, and Q&A live here now

JustVugg announced Jul 14, 2026 in Announcements

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Another Project Inspired by Colibri

drmihirbrahme started Jul 15, 2026 in Ideas

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rust

demo-err asked Jul 19, 2026 in Q&A · Answered

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Beginner-Friendly Setup Guide for Windows and Linux(Ubuntu 26.0 )

YazadDumasia asked Jul 18, 2026 in Q&A · Unanswered

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Post your benchmark here 📊 — datapoints, A/Bs, cold→warm curves

JustVugg started Jul 14, 2026 in Show and tell

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Negative results: 19 MoE-offload optimizations reviewed against current dev — what's already in the tree, what doesn't transfer, what's sub-noise

KingIcyCreamProjects started Jul 17, 2026 in Show and tell

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Dockerfile

DavidePapero started Jul 16, 2026 in Ideas

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Setup troubleshooting — read this before filing an issue 🔧

JustVugg asked Jul 14, 2026 in Q&A · Unanswered

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Creating a "master expert cache" for new users

tim-lab-57 started Jul 15, 2026 in Ideas

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